/Pashto-Dari-Multiprompt

Experiment with multi-chain prompting in Pashto-Dari

Primary LanguagePythonMIT LicenseMIT

Pashto/Dari Few-prompt (POC)

Fewshot Langchain Template for improving Pashto/Dari Translations. POC

https://www.semanticscholar.org/reader/3b16a709a5b18e52b0b6741cbc3c0e68a03ecd8e

Goal:

Langchain template for multishot prompting based on language detection

Motivation:

https://restofworld.org/2023/ai-translation-errors-afghan-refugees-asylum/

Evaluation Methodology:

COMET Score for evaluating translation results: https://github.com/Unbabel/COMET

Use COMET to evaluate Pashto for various one or multi-shot prompting techniques

Alternative -- LORA

https://addepto.com/blog/what-is-fine-tuning-in-nlp/